Skip to content
View Sonalikasingh17's full-sized avatar

Block or report Sonalikasingh17

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Sonalikasingh17/README.md

Hi, I'm Sonalika Singh! πŸ‘‹

Gmail Badge LinkedIn Badge


πŸŽ“ Education

  • Master of Mathematics (2023–2025), Indian Institute of Technology Madras β€” CGPA: 7.43
  • B.Sc. Mathematics (2018–2021), Patliputra University, Patna β€” 62.2%
  • Senior Secondary (2016–2018), Bihar School Examination Board β€” 68%
  • Secondary (2015–2016), CBSE β€” 9.4 CGPA

πŸ’Ό Experience

  • Data Analyst Intern β€” ERNET India, IIT Madras Research Park (Jul 2024 – Jan 2025)

    • Developed groundwater prediction models (MLR, RFR, ANN, GRU, LSTM) on 2.5K+ data points for sustainable planning.
    • Automated FSOC outage analysis and detected 4 major causes from 180+ days of signal data.
    • Created 10+ Python visualizations and reports to enhance internet service in remote hilly regions.
  • Winter Intern – ML Techniques, E&ICT Academy, IIT Guwahati (Dec 2024 – Jan 2025)

    • Built and tuned deep learning models (FFNNs, CNNs) on MNIST/CIFAR-10 using TensorFlow/Keras.
    • Improved accuracy by 15% and evaluated models using ROC, PR curves, AUC, and confusion matrix.

πŸ§‘β€πŸ’» Skills

  • Languages: Python, C, SQL, LaTeX
  • Libraries/Tools: Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn, TensorFlow, Keras, Power BI, MS Excel
  • Domains: Machine Learning, Deep Learning, Data Analytics, RDBMS

πŸ“š Relevant Courses

  • Data Structures and Algorithms, Foundation of ML, Introduction to Deep Learning, Data Analytics Lab, Numerical Optimization, and more.
  • Online: Advance Diploma in Computer Applications, Master in Data Science (Udemy), Power BI Workshop, TCS iON Career Edge

πŸ… Achievements & Activities

  • AIR 417 in IIT-JAM (Mathematics); Qualified JEE (2018, 2019) & GATE (Data Science, 2025)
  • Volunteer at Forays 2023 (IIT Madras), managing event ops and participant coordination
  • Represented hostel in Football & Cricket; won 4 medals in inter-hostel Cricket tournaments

✨ Let's connect, collaborate, and solve data-driven challenges!

Pinned Loading

  1. Sequence-Modeling-for-Language-Decoding Sequence-Modeling-for-Language-Decoding Public

    Jupyter Notebook 1

  2. Multi-label-EHR-Classification Multi-label-EHR-Classification Public

    Jupyter Notebook 1

  3. Multilingual-Language-Classifier Multilingual-Language-Classifier Public

    Jupyter Notebook 1

  4. From-Sketch-To-Data-Visualization From-Sketch-To-Data-Visualization Public

    Jupyter Notebook

  5. My-Python-Projects My-Python-Projects Public

    Python 1

  6. Imbalanced-Dataset-Classifier Imbalanced-Dataset-Classifier Public

    Jupyter Notebook 1